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Silvia Oviedo

Silvia Oviedo Castillo

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Books and Theses

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2019
[b1]
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Silvia Oviedo Castillo:
Forecasting and decision support for type 1 diabetes insulin therapy using machine learning. University of Girona, Spain, 2019

Journal Articles

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2020
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Josep Vehí, Iván Contreras, Silvia Oviedo, Lyvia Biagi, Arthur Bertachi:
Prediction and prevention of hypoglycaemic events in type-1 diabetic patients using machine learning. Health Informatics J. 26(1) (2020)
2019
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Silvia Oviedo, Iván Contreras, Arthur Bertachi, Carmen Quirós, Marga Giménez, Ignacio Conget, Josep Vehí:
Minimizing postprandial hypoglycemia in Type 1 diabetes patients using multiple insulin injections and capillary blood glucose self-monitoring with machine learning techniques. Comput. Methods Programs Biomed. 178: 175-180 (2019)
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Silvia Oviedo, Iván Contreras, Carmen Quirós, Marga Giménez, Ignacio Conget, Josep Vehí:
Risk-based postprandial hypoglycemia forecasting using supervised learning. Int. J. Medical Informatics 126: 1-8 (2019)

Conference and Workshop Papers

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2018
[c1]
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Iván Contreras, Arthur Bertachi, Lyvia Biagi, Josep Vehí, Silvia Oviedo:
Using Grammatical Evolution to Generate Short-term Blood Glucose Prediction Models. KDH@IJCAI 2018: 91-96

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